{"id":"W115726343","doi":"10.22215/timreview/744","title":"A Living Lab as a Service: Creating Value for Micro-enterprises through Collaboration and Innovation","year":2013,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Task (project management); Knowledge management; Business; Service (business); Core competency; Living lab; Core (optical fiber); Value (mathematics); Process management; Service innovation; Marketing; Computer science; Engineering; Systems engineering; World Wide Web; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006127821,0.0003307551,0.0004025244,0.001468553,0.001612795,0.007332411,0.001459544,0.002607697,0.01199035],"category_scores_gemma":[0.005789549,0.0001140988,0.0003556523,0.002123161,0.003407222,0.00639913,0.00537679,0.001243614,0.003087368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894096,"about_ca_system_score_gemma":0.006026429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008507107,"about_ca_topic_score_gemma":0.001423836,"domain_scores_codex":[0.9944231,0.003243401,0.0001515938,0.0002292579,0.001540936,0.0004116752],"domain_scores_gemma":[0.994114,0.002572096,0.000532601,0.0004675741,0.000806945,0.001506898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009634435,0.0002998866,0.001858991,0.00259544,0.00005732638,0.0005789188,0.003768009,0.0007419023,0.002486896,0.2334858,0.09480589,0.6592246],"study_design_scores_gemma":[0.00003743741,0.000353988,0.002011608,0.001584005,0.00003084652,0.0009148213,0.004604027,0.0008924823,0.001818019,0.09596731,0.8917428,0.00004278448],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05488146,0.1792972,0.07560813,0.1498577,0.005377152,0.0009965646,0.0002804319,0.001448993,0.5322524],"genre_scores_gemma":[0.636996,0.1558066,0.07985489,0.02249641,0.005635691,0.001252707,0.0004217986,0.000373373,0.09716253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01199035,"threshold_uncertainty_score":0.04011166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241607328157528,"score_gpt":0.2908803838432532,"score_spread":0.2667196510275003,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}